Orthogonal Image Moments for Human-Centric Visual Pattern Recognition

Name: Orthogonal Image Moments for Human-Centric Visual Pattern Recognition
Brand: Springer Verlag, Singapore
SKU: 9789813299474
Price: 99.88 EUR
Availability: InStock

Autor: Tamanna Howlader, Dimitrios Hatzinakos

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer Verlag, Singapore

Dostupnosť: Skladom u dodávateľa

Odosielame za 8-11 dní

99.88 €

Instead of focusing on the mathematical properties of moments, this book is a compendium of research...

Informácie o knihe

Autor

Tamanna Howlader, Dimitrios Hatzinakos

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2020

Stránok

164

EAN

9789813299474

ISBN

9813299479

Enbook ID

33289910

Vydavateľ

Springer Verlag, Singapore

Hmotnosť

294

Rozmery

155 x 235 x 9

Kompletný popis

Instead of focusing on the mathematical properties of moments, this book is a compendium of research that demonstrates the effectiveness of orthogonal moment-based features in face recognition, expression recognition, fingerprint recognition and iris recognition. The usefulness of moments and their invariants in pattern recognition is well known. What is less well known is how orthogonal moments may be applied to specific problems in human-centric visual pattern recognition. Unlike previous books, this work highlights the fundamental issues involved in moment-based pattern recognition, from the selection of discriminative features in a high-dimensional setting, to addressing the question of how to classify a large number of patterns based on small training samples. In addition to offering new concepts that illustrate the use of statistical methods in addressing some of these issues, the book presents recent results and provides guidance on implementing the methods. Accordingly, it will be of interest to researchers and graduate students working in the broad areas of computer vision and visual pattern recognition.

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